Leadership in AI for Business Applications
From strategy through deployment and rollout — senior guidance at every stage of taking AI from idea to production. Without the cost of hiring a full-time Head of AI.
How We Help
Six engagement types, scoped to where you are — strategy, discovery, vendor selection, architecture, governance, and rollout.
AI Strategy & Roadmap
Where AI fits in your business — and where it does not. We build a 6–12 month plan tied to actual outcomes, not hype.
- Maturity assessment
- Outcome-tied roadmap
- Quarterly milestones
Use-Case Discovery & Prioritization
Workshops with your team to find the 2–3 use cases worth building first — by ROI, feasibility, and risk.
- Stakeholder workshops
- Opportunity scoring
- Pilot recommendations
Vendor & Tooling Selection
Build vs buy. Open-source vs hosted. RAG vs fine-tune. We cut through the marketing and recommend what actually fits.
- Build-vs-buy analysis
- Model & vendor shortlists
- Cost & lock-in review
RAG Architecture Review
Already building a RAG system or vendor-led pilot stalled? We audit retrieval, chunking, embeddings, evals, and recommend fixes.
- Retrieval & embedding review
- Eval framework setup
- Latency & cost tuning
AI Governance & Compliance Review
PII exposure, prompt injection, data residency, audit trails. We map your AI risk surface and what to do about it.
- Risk surface mapping
- Policy & guardrail design
- Compliance gap analysis
Deployment & Rollout
Taking the chosen approach into production — environment setup, change management, team training, and the first 90 days of monitoring and tuning. We stay on through go-live, not just to the slide deck.
- Production launch
- Team enablement
- Post-launch tuning
Who It's For
- Teams evaluating AI but unsure where to start
- Post-pilot teams stuck moving from demo to production
- Teams burned by a vendor or stalled implementation
- Compliance-sensitive industries (healthcare, finance, legal)
- Leaders who need senior AI judgment before committing budget
Ready for a focused AI conversation? Book a discovery call.
"85% reduction in reporting time — the team now focuses on strategy."
— Metric Media Group
Let's Build Something Together
Tell us what robotic work your team is stuck doing. We'll show you what to automate and what to leave human — free, no strings attached.